Weather Station
Level: AdvancedConcepts: State Algorithms
Implement a weather station system that processes weather data, calculates statistics, and predicts trends. The system should handle various weather parameters and provide meaningful insights.
Requirements
- Process weather data
- Temperature (current, min, max, average)
- Humidity levels
- Barometric pressure
- Wind speed and direction
- Precipitation amounts
- Calculate statistics
- Daily, weekly, and monthly averages
- Trend analysis
- Extreme weather conditions
- Weather patterns
- Generate reports
- Current conditions
- Historical data analysis
- Weather forecasts
- Alert conditions
Hint
Start by implementing the basic data collection and storage, then add the statistical calculations. Consider using a time-series database or similar structure for efficient data storage and retrieval. Think about:
- Data validation and error handling
- Efficient data storage and retrieval
- Statistical accuracy and precision
- Real-time processing requirements
Bonus
- Implement weather prediction algorithms
- Add support for multiple weather stations
- Create a visualization system for weather data
- Implement weather alerts and notifications
- Add support for different units of measurement